Oxipng VS Mass Image Compressor

I have had good experiences with https://github.com/shssoichiro/oxipng . Although, I suspect this wouldn't give you nearly enough space savings as jpg. Source: 12 months ago

If you do want the file as a PNG (for transparency and a common format that's well supported), but don't want it so huge, consider something like oxipng. https://github.com/shssoichiro/oxipng. Source: over 1 year ago

Oxipng, pngquant and svgcleaner — optimizing images. Source: over 1 year ago

I wonder how `pngcrush` compares to `oxipng` (https://github.com/shssoichiro/oxipng). Personally, I use `oxipng` if I want lossless compression. However, most of the time, I use `pngquant` instead, since it gives significant size reduction even at `99%` (I can't even distinguish between the original and reduced image).

    pngquant --quality=99 --ext=.png --force file.png

. - Source: Hacker News / over 1 year ago

Depending on your workflow it might make sense to export PNGs directly from Affinity and then reduce their size with a utility like Oxipng, which uses all your cores to find the best algorithm for each particular image. Source: almost 2 years ago

Dataset directory: Copy paste the URL of your training data. REMEMBER, your training data should be 1:1 and sizes at 512x512 resolution in png format for the safest results. I have not tried anything else. I have had success with only 5-7 photos. Get https://sourceforge.net/projects/icompress/ if you want to convert them to this format offline. DO NOT PUT SPACES IN YOUR DIRECTORIES IT MAY CAUSE ERRORS. Source: over 1 year ago

Concept List: Don't Touch Instance prompt: The name you will use in the text prompt to invoke your character. Put something SD won't recognize at all. A common one people use is: sks pet OR sks person OR sks object. It doesn't matter as long as its unique and means nothing to the SD model. Class Prompt: Don't Touch Dataset directory: Copy paste the URL of your training data. REMEMBER, your training data should... Source: over 1 year ago

Life saver right here: https://sourceforge.net/projects/icompress/. Source: about 3 years ago

Compress your fucking photos. It is a goddam life saver. I've used this one for years: https://sourceforge.net/projects/icompress/. Source: about 3 years ago

I've used mass image compressor to do this before. Not sure how well it works with tons of images but it might work. Source: about 3 years ago